Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 5500 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 132 |
| Duplicate rows (%) | 2.4% |
| Total size in memory | 988.4 KiB |
| Average record size in memory | 184.0 B |
Variable types
| NUM | 22 |
|---|---|
| BOOL | 1 |
| Dataset has 132 (2.4%) duplicate rows | Duplicates |
A_retweets_received is highly correlated with A_mentions_received and 1 other fields | High correlation |
A_mentions_received is highly correlated with A_retweets_received and 1 other fields | High correlation |
A_network_feature_1 is highly correlated with A_mentions_received and 1 other fields | High correlation |
B_retweets_received is highly correlated with B_mentions_received and 1 other fields | High correlation |
B_mentions_received is highly correlated with B_retweets_received and 1 other fields | High correlation |
B_network_feature_1 is highly correlated with B_mentions_received and 1 other fields | High correlation |
A_mentions_received is highly skewed (γ1 = 33.58961239) | Skewed |
A_retweets_received is highly skewed (γ1 = 34.59942871) | Skewed |
B_mentions_received is highly skewed (γ1 = 35.77483351) | Skewed |
B_retweets_received is highly skewed (γ1 = 37.56081788) | Skewed |
A_listed_count has 60 (1.1%) zeros | Zeros |
A_network_feature_1 has 212 (3.9%) zeros | Zeros |
A_network_feature_2 has 346 (6.3%) zeros | Zeros |
A_network_feature_3 has 260 (4.7%) zeros | Zeros |
B_network_feature_1 has 194 (3.5%) zeros | Zeros |
B_network_feature_2 has 341 (6.2%) zeros | Zeros |
B_network_feature_3 has 247 (4.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-12 03:14:41.043287 |
|---|---|
| Analysis finished | 2021-03-12 03:15:40.084092 |
| Duration | 59.04 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Choice
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 2802 | 50.9% | |
| 0 | 2698 | 49.1% |
A_follower_count
Real number (ℝ≥0)
| Distinct | 759 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 649883.9504 |
|---|---|
| Minimum | 16 |
| Maximum | 36543194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 223 |
| Q1 | 2663.75 |
| median | 45589 |
| Q3 | 392738 |
| 95-th percentile | 3166413 |
| Maximum | 36543194 |
| Range | 36543178 |
| Interquartile range (IQR) | 390074.25 |
Descriptive statistics
| Standard deviation | 2028787.444 |
|---|---|
| Coefficient of variation (CV) | 3.121768806 |
| Kurtosis | 104.5567818 |
| Mean | 649883.9504 |
| Median Absolute Deviation (MAD) | 45335 |
| Skewness | 8.232330439 |
| Sum | 3574361727 |
| Variance | 4.115978492e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1043 | 53 | 1.0% | |
| 127 | 50 | 0.9% | |
| 794 | 40 | 0.7% | |
| 1352348 | 37 | 0.7% | |
| 5151 | 33 | 0.6% | |
| 173872 | 31 | 0.6% | |
| 254 | 30 | 0.5% | |
| 57840 | 30 | 0.5% | |
| 126738 | 29 | 0.5% | |
| 41367 | 28 | 0.5% | |
| Other values (749) | 5139 | 93.4% |
| Value | Count | Frequency (%) | |
| 16 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 20 | 19 | 0.3% | |
| 21 | 13 | 0.2% | |
| 38 | 17 | 0.3% |
| Value | Count | Frequency (%) | |
| 36543194 | 3 | 0.1% | |
| 35420121 | 2 | < 0.1% | |
| 17842623 | 19 | 0.3% | |
| 14003896 | 2 | < 0.1% | |
| 10422587 | 5 | 0.1% |
A_following_count
Real number (ℝ≥0)
| Distinct | 673 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12658.94945 |
|---|---|
| Minimum | 0 |
| Maximum | 1165830 |
| Zeros | 35 |
| Zeros (%) | 0.6% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 322 |
| median | 778 |
| Q3 | 2838 |
| 95-th percentile | 53468 |
| Maximum | 1165830 |
| Range | 1165830 |
| Interquartile range (IQR) | 2516 |
Descriptive statistics
| Standard deviation | 49008.66704 |
|---|---|
| Coefficient of variation (CV) | 3.871463996 |
| Kurtosis | 108.8287556 |
| Mean | 12658.94945 |
| Median Absolute Deviation (MAD) | 628 |
| Skewness | 8.562459449 |
| Sum | 69624222 |
| Variance | 2401849445 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 906 | 70 | 1.3% | |
| 320 | 48 | 0.9% | |
| 357 | 48 | 0.9% | |
| 927 | 45 | 0.8% | |
| 551 | 41 | 0.7% | |
| 6 | 38 | 0.7% | |
| 243 | 38 | 0.7% | |
| 331 | 37 | 0.7% | |
| 858 | 35 | 0.6% | |
| 0 | 35 | 0.6% | |
| Other values (663) | 5065 | 92.1% |
| Value | Count | Frequency (%) | |
| 0 | 35 | 0.6% | |
| 1 | 24 | 0.4% | |
| 2 | 2 | < 0.1% | |
| 3 | 21 | 0.4% | |
| 5 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 1165830 | 1 | < 0.1% | |
| 550744 | 17 | 0.3% | |
| 331717 | 19 | 0.3% | |
| 276251 | 23 | 0.4% | |
| 260467 | 1 | < 0.1% |
| Distinct | 523 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5952.453273 |
|---|---|
| Minimum | 0 |
| Maximum | 549144 |
| Zeros | 60 |
| Zeros (%) | 1.1% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 85 |
| median | 932 |
| Q3 | 6734 |
| 95-th percentile | 25928 |
| Maximum | 549144 |
| Range | 549144 |
| Interquartile range (IQR) | 6649 |
Descriptive statistics
| Standard deviation | 17339.14119 |
|---|---|
| Coefficient of variation (CV) | 2.912940328 |
| Kurtosis | 539.9960204 |
| Mean | 5952.453273 |
| Median Absolute Deviation (MAD) | 924 |
| Skewness | 18.73086226 |
| Sum | 32738493 |
| Variance | 300645817.2 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 70 | 1.3% | |
| 6 | 68 | 1.2% | |
| 213 | 61 | 1.1% | |
| 2 | 60 | 1.1% | |
| 0 | 60 | 1.1% | |
| 8 | 59 | 1.1% | |
| 9 | 53 | 1.0% | |
| 44 | 50 | 0.9% | |
| 5 | 45 | 0.8% | |
| 417 | 44 | 0.8% | |
| Other values (513) | 4930 | 89.6% |
| Value | Count | Frequency (%) | |
| 0 | 60 | 1.1% | |
| 1 | 43 | 0.8% | |
| 2 | 60 | 1.1% | |
| 3 | 70 | 1.3% | |
| 4 | 23 | 0.4% |
| Value | Count | Frequency (%) | |
| 549144 | 3 | 0.1% | |
| 243073 | 2 | < 0.1% | |
| 101523 | 1 | < 0.1% | |
| 98965 | 5 | 0.1% | |
| 90405 | 19 | 0.3% |
| Distinct | 719 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2666.031878 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 1145218.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.3019826139 |
| Q1 | 3.453648517 |
| median | 48.7654172 |
| Q3 | 349.8196251 |
| 95-th percentile | 7068.594081 |
| Maximum | 1145218.988 |
| Range | 1145218.887 |
| Interquartile range (IQR) | 346.3659766 |
Descriptive statistics
| Standard deviation | 29165.43283 |
|---|---|
| Coefficient of variation (CV) | 10.93964145 |
| Kurtosis | 1287.684759 |
| Mean | 2666.031878 |
| Median Absolute Deviation (MAD) | 48.4084739 |
| Skewness | 33.58961239 |
| Sum | 14663175.33 |
| Variance | 850622472.4 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 212 | 3.9% | |
| 0.3569432987 | 49 | 0.9% | |
| 19129.84866 | 37 | 0.7% | |
| 23.00439711 | 33 | 0.6% | |
| 346.5474983 | 31 | 0.6% | |
| 2.718281338 | 30 | 0.5% | |
| 271.7598603 | 30 | 0.5% | |
| 171.8195552 | 29 | 0.5% | |
| 0.4523399003 | 29 | 0.5% | |
| 18.77670307 | 28 | 0.5% | |
| Other values (709) | 4992 | 90.8% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 212 | 3.9% | |
| 0.2827175856 | 1 | < 0.1% | |
| 0.2845581334 | 1 | < 0.1% | |
| 0.2882951908 | 1 | < 0.1% | |
| 0.290192078 | 16 | 0.3% |
| Value | Count | Frequency (%) | |
| 1145218.988 | 3 | 0.1% | |
| 173636.2389 | 20 | 0.4% | |
| 65758.40354 | 18 | 0.3% | |
| 38159.53861 | 20 | 0.4% | |
| 33169.80682 | 2 | < 0.1% |
| Distinct | 582 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1032.371839 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 435825.8742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.716815998 |
| median | 14.02911332 |
| Q3 | 118.7044071 |
| 95-th percentile | 3773.248759 |
| Maximum | 435825.8742 |
| Range | 435825.7737 |
| Interquartile range (IQR) | 117.9875911 |
Descriptive statistics
| Standard deviation | 10954.95322 |
|---|---|
| Coefficient of variation (CV) | 10.61144135 |
| Kurtosis | 1354.196735 |
| Mean | 1032.371839 |
| Median Absolute Deviation (MAD) | 13.92860996 |
| Skewness | 34.59942871 |
| Sum | 5678045.114 |
| Variance | 120011000.1 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 710 | 12.9% | |
| 0.3102473647 | 40 | 0.7% | |
| 0.3674625562 | 38 | 0.7% | |
| 0.2773056408 | 38 | 0.7% | |
| 14552.73399 | 37 | 0.7% | |
| 13.52950273 | 33 | 0.6% | |
| 0.3060734589 | 32 | 0.6% | |
| 85.7971307 | 31 | 0.6% | |
| 35.95580416 | 30 | 0.5% | |
| 0.9324577381 | 30 | 0.5% | |
| Other values (572) | 4481 | 81.5% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 710 | 12.9% | |
| 0.2703389255 | 1 | < 0.1% | |
| 0.275537618 | 28 | 0.5% | |
| 0.2773056408 | 38 | 0.7% | |
| 0.2790915225 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 435825.8742 | 3 | 0.1% | |
| 52349.67421 | 20 | 0.4% | |
| 32054.0556 | 18 | 0.3% | |
| 18082.7436 | 20 | 0.4% | |
| 14552.73399 | 37 | 0.7% |
A_mentions_sent
Real number (ℝ≥0)
| Distinct | 500 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.011872554 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 76.80951445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.3595336011 |
| median | 2.299665752 |
| Q3 | 7.198330439 |
| 95-th percentile | 25.92191397 |
| Maximum | 76.80951445 |
| Range | 76.70901109 |
| Interquartile range (IQR) | 6.838796838 |
Descriptive statistics
| Standard deviation | 9.519797337 |
|---|---|
| Coefficient of variation (CV) | 1.583499525 |
| Kurtosis | 15.87498869 |
| Mean | 6.011872554 |
| Median Absolute Deviation (MAD) | 2.199162393 |
| Skewness | 3.345269568 |
| Sum | 33065.29905 |
| Variance | 90.62654134 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 1085 | 19.7% | |
| 0.3674625562 | 58 | 1.1% | |
| 0.3621500682 | 53 | 1.0% | |
| 0.3395221406 | 53 | 1.0% | |
| 0.3347656668 | 52 | 0.9% | |
| 0.3569432987 | 51 | 0.9% | |
| 0.3595336011 | 50 | 0.9% | |
| 2.065418033 | 37 | 0.7% | |
| 4.849392376 | 33 | 0.6% | |
| 0.349326776 | 31 | 0.6% | |
| Other values (490) | 3997 | 72.7% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 1085 | 19.7% | |
| 0.3324230437 | 4 | 0.1% | |
| 0.3347656668 | 52 | 0.9% | |
| 0.3371319527 | 27 | 0.5% | |
| 0.3395221406 | 53 | 1.0% |
| Value | Count | Frequency (%) | |
| 76.80951445 | 23 | 0.4% | |
| 51.62000484 | 18 | 0.3% | |
| 50.65720089 | 1 | < 0.1% | |
| 49.91863286 | 24 | 0.4% | |
| 41.31718936 | 17 | 0.3% |
A_retweets_sent
Real number (ℝ≥0)
| Distinct | 247 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.109924349 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 16.29053977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.1005033585 |
| median | 0.3419364717 |
| Q3 | 1.320681034 |
| 95-th percentile | 4.967946648 |
| Maximum | 16.29053977 |
| Range | 16.19003641 |
| Interquartile range (IQR) | 1.220177676 |
Descriptive statistics
| Standard deviation | 1.910103869 |
|---|---|
| Coefficient of variation (CV) | 1.720931585 |
| Kurtosis | 14.48332644 |
| Mean | 1.109924349 |
| Median Absolute Deviation (MAD) | 0.2414331132 |
| Skewness | 3.437989052 |
| Sum | 6104.583919 |
| Variance | 3.648496789 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 2355 | 42.8% | |
| 0.3419364717 | 140 | 2.5% | |
| 0.3371319527 | 103 | 1.9% | |
| 0.3395221406 | 93 | 1.7% | |
| 0.3324230437 | 73 | 1.3% | |
| 0.3518401439 | 52 | 0.9% | |
| 0.3569432987 | 47 | 0.9% | |
| 0.5959620807 | 45 | 0.8% | |
| 0.5833695849 | 43 | 0.8% | |
| 0.3347656668 | 42 | 0.8% | |
| Other values (237) | 2507 | 45.6% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 2355 | 42.8% | |
| 0.3324230437 | 73 | 1.3% | |
| 0.3347656668 | 42 | 0.8% | |
| 0.3371319527 | 103 | 1.9% | |
| 0.3395221406 | 93 | 1.7% |
| Value | Count | Frequency (%) | |
| 16.29053977 | 2 | < 0.1% | |
| 13.86715225 | 3 | 0.1% | |
| 13.09838332 | 20 | 0.4% | |
| 12.62828272 | 16 | 0.3% | |
| 9.26024468 | 24 | 0.4% |
A_posts
Real number (ℝ≥0)
| Distinct | 553 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.090729926 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 193.0724182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.6324395152 |
| median | 3.555193991 |
| Q3 | 10.6918785 |
| 95-th percentile | 33.68290205 |
| Maximum | 193.0724182 |
| Range | 192.9719149 |
| Interquartile range (IQR) | 10.05943898 |
Descriptive statistics
| Standard deviation | 18.31106014 |
|---|---|
| Coefficient of variation (CV) | 2.014256313 |
| Kurtosis | 37.48003451 |
| Mean | 9.090729926 |
| Median Absolute Deviation (MAD) | 3.203353847 |
| Skewness | 5.285798866 |
| Sum | 49999.01459 |
| Variance | 335.2949236 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 670 | 12.2% | |
| 0.3518401439 | 70 | 1.3% | |
| 0.3569432987 | 56 | 1.0% | |
| 0.3621500682 | 53 | 1.0% | |
| 0.3674625562 | 43 | 0.8% | |
| 16.2815025 | 37 | 0.7% | |
| 0.3324230437 | 36 | 0.7% | |
| 0.349326776 | 35 | 0.6% | |
| 0.34437519 | 33 | 0.6% | |
| 4.371197408 | 33 | 0.6% | |
| Other values (543) | 4434 | 80.6% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 670 | 12.2% | |
| 0.3324230437 | 36 | 0.7% | |
| 0.3347656668 | 10 | 0.2% | |
| 0.3371319527 | 32 | 0.6% | |
| 0.3395221406 | 9 | 0.2% |
| Value | Count | Frequency (%) | |
| 193.0724182 | 16 | 0.3% | |
| 132.1303984 | 2 | < 0.1% | |
| 104.4386255 | 23 | 0.4% | |
| 100.5377967 | 18 | 0.3% | |
| 93.31157133 | 20 | 0.4% |
| Distinct | 345 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5267.768 |
|---|---|
| Minimum | 0 |
| Maximum | 920838 |
| Zeros | 212 |
| Zeros (%) | 3.9% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 12 |
| median | 195 |
| Q3 | 1323 |
| 95-th percentile | 23939 |
| Maximum | 920838 |
| Range | 920838 |
| Interquartile range (IQR) | 1311 |
Descriptive statistics
| Standard deviation | 28946.77735 |
|---|---|
| Coefficient of variation (CV) | 5.49507445 |
| Kurtosis | 559.018898 |
| Mean | 5267.768 |
| Median Absolute Deviation (MAD) | 193 |
| Skewness | 19.65301155 |
| Sum | 28972724 |
| Variance | 837915918.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 268 | 4.9% | |
| 2 | 261 | 4.7% | |
| 0 | 212 | 3.9% | |
| 3 | 99 | 1.8% | |
| 9 | 91 | 1.7% | |
| 4 | 88 | 1.6% | |
| 5 | 83 | 1.5% | |
| 6 | 67 | 1.2% | |
| 11 | 66 | 1.2% | |
| 18 | 62 | 1.1% | |
| Other values (335) | 4203 | 76.4% |
| Value | Count | Frequency (%) | |
| 0 | 212 | 3.9% | |
| 1 | 268 | 4.9% | |
| 2 | 261 | 4.7% | |
| 3 | 99 | 1.8% | |
| 4 | 88 | 1.6% |
| Value | Count | Frequency (%) | |
| 920838 | 3 | 0.1% | |
| 213718 | 20 | 0.4% | |
| 187674 | 18 | 0.3% | |
| 88154 | 20 | 0.4% | |
| 61842 | 14 | 0.3% |
| Distinct | 691 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.80520923 |
|---|---|
| Minimum | 0 |
| Maximum | 1121 |
| Zeros | 346 |
| Zeros (%) | 6.3% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.99186992 |
| median | 54.92523364 |
| Q3 | 109.6956522 |
| 95-th percentile | 268.1329827 |
| Maximum | 1121 |
| Range | 1121 |
| Interquartile range (IQR) | 94.70378226 |
Descriptive statistics
| Standard deviation | 104.0732043 |
|---|---|
| Coefficient of variation (CV) | 1.227202966 |
| Kurtosis | 17.39997051 |
| Mean | 84.80520923 |
| Median Absolute Deviation (MAD) | 42.48523364 |
| Skewness | 3.201795126 |
| Sum | 466428.6508 |
| Variance | 10831.23185 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 346 | 6.3% | |
| 0.5 | 44 | 0.8% | |
| 1 | 43 | 0.8% | |
| 3.092447697 | 37 | 0.7% | |
| 96.58762887 | 33 | 0.6% | |
| 268.1329827 | 31 | 0.6% | |
| 21.5 | 30 | 0.5% | |
| 294.1707317 | 30 | 0.5% | |
| 126.0441595 | 29 | 0.5% | |
| 3 | 29 | 0.5% | |
| Other values (681) | 4848 | 88.1% |
| Value | Count | Frequency (%) | |
| 0 | 346 | 6.3% | |
| 0.5 | 44 | 0.8% | |
| 0.5714285714 | 1 | < 0.1% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.7777777778 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1121 | 2 | < 0.1% | |
| 844.5 | 1 | < 0.1% | |
| 840.6666667 | 1 | < 0.1% | |
| 836 | 23 | 0.4% | |
| 824.2758621 | 1 | < 0.1% |
| Distinct | 733 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3747.219758 |
|---|---|
| Minimum | 0 |
| Maximum | 144651.4615 |
| Zeros | 260 |
| Zeros (%) | 4.7% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 1180.805341 |
| median | 2206.420734 |
| Q3 | 4390.37931 |
| 95-th percentile | 11514.81196 |
| Maximum | 144651.4615 |
| Range | 144651.4615 |
| Interquartile range (IQR) | 3209.57397 |
Descriptive statistics
| Standard deviation | 5757.339852 |
|---|---|
| Coefficient of variation (CV) | 1.536429733 |
| Kurtosis | 107.0708578 |
| Mean | 3747.219758 |
| Median Absolute Deviation (MAD) | 1421.42183 |
| Skewness | 7.685269144 |
| Sum | 20609708.67 |
| Variance | 33146962.17 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 260 | 4.7% | |
| 597.5636364 | 37 | 0.7% | |
| 2232.690722 | 33 | 0.6% | |
| 9307.214876 | 31 | 0.6% | |
| 1412.3 | 30 | 0.5% | |
| 8733.976718 | 30 | 0.5% | |
| 3627.968661 | 29 | 0.5% | |
| 876.4339623 | 28 | 0.5% | |
| 1651.5 | 28 | 0.5% | |
| 3293.31746 | 28 | 0.5% | |
| Other values (723) | 4966 | 90.3% |
| Value | Count | Frequency (%) | |
| 0 | 260 | 4.7% | |
| 7.5 | 16 | 0.3% | |
| 9 | 19 | 0.3% | |
| 11 | 17 | 0.3% | |
| 12 | 24 | 0.4% |
| Value | Count | Frequency (%) | |
| 144651.4615 | 1 | < 0.1% | |
| 62386.91667 | 18 | 0.3% | |
| 61470.8 | 1 | < 0.1% | |
| 58998.66667 | 1 | < 0.1% | |
| 58574 | 1 | < 0.1% |
B_follower_count
Real number (ℝ≥0)
| Distinct | 760 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 685486.8605 |
|---|---|
| Minimum | 20 |
| Maximum | 36543194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 228 |
| Q1 | 2498.25 |
| median | 44027 |
| Q3 | 370114.25 |
| 95-th percentile | 3302480 |
| Maximum | 36543194 |
| Range | 36543174 |
| Interquartile range (IQR) | 367616 |
Descriptive statistics
| Standard deviation | 2160612.349 |
|---|---|
| Coefficient of variation (CV) | 3.151938387 |
| Kurtosis | 94.64164414 |
| Mean | 685486.8605 |
| Median Absolute Deviation (MAD) | 43760 |
| Skewness | 7.989598377 |
| Sum | 3770177733 |
| Variance | 4.668245724e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1043 | 62 | 1.1% | |
| 794 | 48 | 0.9% | |
| 127 | 42 | 0.8% | |
| 1352348 | 38 | 0.7% | |
| 78083 | 33 | 0.6% | |
| 102116 | 31 | 0.6% | |
| 254 | 31 | 0.6% | |
| 1433 | 30 | 0.5% | |
| 871652 | 30 | 0.5% | |
| 2273871 | 30 | 0.5% | |
| Other values (750) | 5125 | 93.2% |
| Value | Count | Frequency (%) | |
| 20 | 21 | 0.4% | |
| 21 | 14 | 0.3% | |
| 37 | 1 | < 0.1% | |
| 38 | 12 | 0.2% | |
| 44 | 20 | 0.4% |
| Value | Count | Frequency (%) | |
| 36543194 | 2 | < 0.1% | |
| 35420121 | 3 | 0.1% | |
| 28819413 | 3 | 0.1% | |
| 17842623 | 20 | 0.4% | |
| 10422587 | 1 | < 0.1% |
B_following_count
Real number (ℝ≥0)
| Distinct | 668 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12738.25982 |
|---|---|
| Minimum | 0 |
| Maximum | 664324 |
| Zeros | 32 |
| Zeros (%) | 0.6% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 322 |
| median | 773 |
| Q3 | 2838 |
| 95-th percentile | 53468 |
| Maximum | 664324 |
| Range | 664324 |
| Interquartile range (IQR) | 2516 |
Descriptive statistics
| Standard deviation | 50054.52087 |
|---|---|
| Coefficient of variation (CV) | 3.929463018 |
| Kurtosis | 72.82008143 |
| Mean | 12738.25982 |
| Median Absolute Deviation (MAD) | 619.5 |
| Skewness | 7.718710599 |
| Sum | 70060429 |
| Variance | 2505455060 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 906 | 68 | 1.2% | |
| 322 | 46 | 0.8% | |
| 858 | 43 | 0.8% | |
| 243 | 43 | 0.8% | |
| 357 | 41 | 0.7% | |
| 193 | 41 | 0.7% | |
| 331 | 38 | 0.7% | |
| 551 | 38 | 0.7% | |
| 81 | 37 | 0.7% | |
| 6 | 37 | 0.7% | |
| Other values (658) | 5068 | 92.1% |
| Value | Count | Frequency (%) | |
| 0 | 32 | 0.6% | |
| 1 | 34 | 0.6% | |
| 2 | 9 | 0.2% | |
| 3 | 19 | 0.3% | |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 664324 | 3 | 0.1% | |
| 550744 | 21 | 0.4% | |
| 331717 | 18 | 0.3% | |
| 276251 | 19 | 0.3% | |
| 154157 | 20 | 0.4% |
B_listed_count
Real number (ℝ≥0)
| Distinct | 528 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5903.148364 |
|---|---|
| Minimum | 0 |
| Maximum | 549144 |
| Zeros | 46 |
| Zeros (%) | 0.8% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 75 |
| median | 890 |
| Q3 | 6734 |
| 95-th percentile | 22729 |
| Maximum | 549144 |
| Range | 549144 |
| Interquartile range (IQR) | 6659 |
Descriptive statistics
| Standard deviation | 16298.46202 |
|---|---|
| Coefficient of variation (CV) | 2.760977874 |
| Kurtosis | 483.9488159 |
| Mean | 5903.148364 |
| Median Absolute Deviation (MAD) | 882 |
| Skewness | 16.95024932 |
| Sum | 32467316 |
| Variance | 265639864.1 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 69 | 1.3% | |
| 3 | 68 | 1.2% | |
| 213 | 67 | 1.2% | |
| 6 | 67 | 1.2% | |
| 9 | 59 | 1.1% | |
| 16 | 53 | 1.0% | |
| 2 | 50 | 0.9% | |
| 52 | 48 | 0.9% | |
| 44 | 47 | 0.9% | |
| 0 | 46 | 0.8% | |
| Other values (518) | 4926 | 89.6% |
| Value | Count | Frequency (%) | |
| 0 | 46 | 0.8% | |
| 1 | 45 | 0.8% | |
| 2 | 50 | 0.9% | |
| 3 | 68 | 1.2% | |
| 4 | 28 | 0.5% |
| Value | Count | Frequency (%) | |
| 549144 | 2 | < 0.1% | |
| 243073 | 3 | 0.1% | |
| 190130 | 3 | 0.1% | |
| 98965 | 1 | < 0.1% | |
| 90405 | 20 | 0.4% |
| Distinct | 732 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2554.597689 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 1145218.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.3019826139 |
| Q1 | 3.260473308 |
| median | 48.7654172 |
| Q3 | 374.3698693 |
| 95-th percentile | 6881.482996 |
| Maximum | 1145218.988 |
| Range | 1145218.887 |
| Interquartile range (IQR) | 371.1093959 |
Descriptive statistics
| Standard deviation | 25088.72807 |
|---|---|
| Coefficient of variation (CV) | 9.821009463 |
| Kurtosis | 1572.893895 |
| Mean | 2554.597689 |
| Median Absolute Deviation (MAD) | 48.40325392 |
| Skewness | 35.77483351 |
| Sum | 14050287.29 |
| Variance | 629444276.4 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 194 | 3.5% | |
| 0.3569432987 | 38 | 0.7% | |
| 19129.84866 | 38 | 0.7% | |
| 2.718281338 | 37 | 0.7% | |
| 165.5944836 | 33 | 0.6% | |
| 1729.451634 | 31 | 0.6% | |
| 6782.405338 | 30 | 0.5% | |
| 133.2133449 | 30 | 0.5% | |
| 0.3395221406 | 30 | 0.5% | |
| 12.3557961 | 29 | 0.5% | |
| Other values (722) | 5010 | 91.1% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 194 | 3.5% | |
| 0.2686405698 | 2 | < 0.1% | |
| 0.290192078 | 20 | 0.4% | |
| 0.2921081257 | 1 | < 0.1% | |
| 0.2940435274 | 20 | 0.4% |
| Value | Count | Frequency (%) | |
| 1145218.988 | 2 | < 0.1% | |
| 173636.2389 | 23 | 0.4% | |
| 65758.40354 | 19 | 0.3% | |
| 38159.53861 | 18 | 0.3% | |
| 33169.80682 | 3 | 0.1% |
| Distinct | 590 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 997.1499539 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 435825.8742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.7145563401 |
| median | 14.02911332 |
| Q3 | 107.0810211 |
| 95-th percentile | 3773.248759 |
| Maximum | 435825.8742 |
| Range | 435825.7737 |
| Interquartile range (IQR) | 106.3664647 |
Descriptive statistics
| Standard deviation | 9342.00688 |
|---|---|
| Coefficient of variation (CV) | 9.36870813 |
| Kurtosis | 1710.280639 |
| Mean | 997.1499539 |
| Median Absolute Deviation (MAD) | 13.92860996 |
| Skewness | 37.56081788 |
| Sum | 5484324.746 |
| Variance | 87273092.55 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 705 | 12.8% | |
| 0.3102473647 | 50 | 0.9% | |
| 0.2773056408 | 42 | 0.8% | |
| 0.3060734589 | 41 | 0.7% | |
| 14552.73399 | 38 | 0.7% | |
| 0.9324577381 | 37 | 0.7% | |
| 0.3674625562 | 34 | 0.6% | |
| 89.14315641 | 33 | 0.6% | |
| 763.6597393 | 31 | 0.6% | |
| 2944.524245 | 30 | 0.5% | |
| Other values (580) | 4459 | 81.1% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 705 | 12.8% | |
| 0.2686405698 | 1 | < 0.1% | |
| 0.275537618 | 24 | 0.4% | |
| 0.2773056408 | 42 | 0.8% | |
| 0.2790915225 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 435825.8742 | 2 | < 0.1% | |
| 52349.67421 | 23 | 0.4% | |
| 32054.0556 | 19 | 0.3% | |
| 18082.7436 | 18 | 0.3% | |
| 14552.73399 | 38 | 0.7% |
B_mentions_sent
Real number (ℝ≥0)
| Distinct | 518 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.09965758 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 76.80951445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.3569432987 |
| median | 2.251398297 |
| Q3 | 6.866840486 |
| 95-th percentile | 26.96692474 |
| Maximum | 76.80951445 |
| Range | 76.70901109 |
| Interquartile range (IQR) | 6.509897187 |
Descriptive statistics
| Standard deviation | 9.729557116 |
|---|---|
| Coefficient of variation (CV) | 1.595098903 |
| Kurtosis | 13.88135224 |
| Mean | 6.09965758 |
| Median Absolute Deviation (MAD) | 2.150894938 |
| Skewness | 3.183133318 |
| Sum | 33548.11669 |
| Variance | 94.66428167 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 1138 | 20.7% | |
| 0.3621500682 | 65 | 1.2% | |
| 0.3674625562 | 58 | 1.1% | |
| 0.3595336011 | 52 | 0.9% | |
| 0.3395221406 | 48 | 0.9% | |
| 0.3569432987 | 42 | 0.8% | |
| 0.3347656668 | 41 | 0.7% | |
| 2.065418033 | 38 | 0.7% | |
| 5.186266845 | 33 | 0.6% | |
| 30.82997666 | 31 | 0.6% | |
| Other values (508) | 3954 | 71.9% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 1138 | 20.7% | |
| 0.3324230437 | 5 | 0.1% | |
| 0.3347656668 | 41 | 0.7% | |
| 0.3371319527 | 27 | 0.5% | |
| 0.3395221406 | 48 | 0.9% |
| Value | Count | Frequency (%) | |
| 76.80951445 | 20 | 0.4% | |
| 51.62000484 | 28 | 0.5% | |
| 49.91863286 | 26 | 0.5% | |
| 46.40539363 | 1 | < 0.1% | |
| 42.55465726 | 1 | < 0.1% |
B_retweets_sent
Real number (ℝ≥0)
| Distinct | 257 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.106236403 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 16.29053977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.1005033585 |
| median | 0.3419364717 |
| Q3 | 1.320681034 |
| 95-th percentile | 5.092200727 |
| Maximum | 16.29053977 |
| Range | 16.19003641 |
| Interquartile range (IQR) | 1.220177676 |
Descriptive statistics
| Standard deviation | 1.939914236 |
|---|---|
| Coefficient of variation (CV) | 1.753616343 |
| Kurtosis | 15.17639199 |
| Mean | 1.106236403 |
| Median Absolute Deviation (MAD) | 0.2414331132 |
| Skewness | 3.53458049 |
| Sum | 6084.300216 |
| Variance | 3.763267242 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 2369 | 43.1% | |
| 0.3419364717 | 136 | 2.5% | |
| 0.3371319527 | 105 | 1.9% | |
| 0.3395221406 | 88 | 1.6% | |
| 0.3518401439 | 68 | 1.2% | |
| 0.3324230437 | 59 | 1.1% | |
| 0.3347656668 | 45 | 0.8% | |
| 0.5959620807 | 44 | 0.8% | |
| 0.3569432987 | 40 | 0.7% | |
| 0.5809552537 | 38 | 0.7% | |
| Other values (247) | 2508 | 45.6% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 2369 | 43.1% | |
| 0.3324230437 | 59 | 1.1% | |
| 0.3347656668 | 45 | 0.8% | |
| 0.3371319527 | 105 | 1.9% | |
| 0.3395221406 | 88 | 1.6% |
| Value | Count | Frequency (%) | |
| 16.29053977 | 4 | 0.1% | |
| 13.86715225 | 3 | 0.1% | |
| 13.09838332 | 13 | 0.2% | |
| 12.62828272 | 24 | 0.4% | |
| 11.66521642 | 1 | < 0.1% |
B_posts
Real number (ℝ≥0)
| Distinct | 581 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.505820753 |
|---|---|
| Minimum | 0.1005033585 |
| Maximum | 193.0724182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0.1005033585 |
|---|---|
| 5-th percentile | 0.1005033585 |
| Q1 | 0.8225839644 |
| median | 3.342998511 |
| Q3 | 10.60050154 |
| 95-th percentile | 34.97797772 |
| Maximum | 193.0724182 |
| Range | 192.9719149 |
| Interquartile range (IQR) | 9.777917574 |
Descriptive statistics
| Standard deviation | 19.42468042 |
|---|---|
| Coefficient of variation (CV) | 2.043451158 |
| Kurtosis | 33.98525477 |
| Mean | 9.505820753 |
| Median Absolute Deviation (MAD) | 2.998623321 |
| Skewness | 5.071156328 |
| Sum | 52282.01414 |
| Variance | 377.3182096 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 687 | 12.5% | |
| 0.3518401439 | 89 | 1.6% | |
| 0.3621500682 | 61 | 1.1% | |
| 0.3569432987 | 41 | 0.7% | |
| 16.2815025 | 38 | 0.7% | |
| 0.3674625562 | 37 | 0.7% | |
| 7.179363785 | 33 | 0.6% | |
| 0.3371319527 | 31 | 0.6% | |
| 93.31157133 | 31 | 0.6% | |
| 66.2062083 | 30 | 0.5% | |
| Other values (571) | 4422 | 80.4% |
| Value | Count | Frequency (%) | |
| 0.1005033585 | 687 | 12.5% | |
| 0.3324230437 | 24 | 0.4% | |
| 0.3347656668 | 4 | 0.1% | |
| 0.3371319527 | 31 | 0.6% | |
| 0.3395221406 | 7 | 0.1% |
| Value | Count | Frequency (%) | |
| 193.0724182 | 19 | 0.3% | |
| 132.1303984 | 4 | 0.1% | |
| 104.4386255 | 20 | 0.4% | |
| 100.5377967 | 18 | 0.3% | |
| 93.31157133 | 31 | 0.6% |
| Distinct | 350 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5254.933636 |
|---|---|
| Minimum | 0 |
| Maximum | 920838 |
| Zeros | 194 |
| Zeros (%) | 3.5% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 190 |
| Q3 | 1323 |
| 95-th percentile | 23939 |
| Maximum | 920838 |
| Range | 920838 |
| Interquartile range (IQR) | 1312 |
Descriptive statistics
| Standard deviation | 26778.82013 |
|---|---|
| Coefficient of variation (CV) | 5.095938784 |
| Kurtosis | 518.0561237 |
| Mean | 5254.933636 |
| Median Absolute Deviation (MAD) | 188 |
| Skewness | 17.88157958 |
| Sum | 28902135 |
| Variance | 717105207.3 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 300 | 5.5% | |
| 1 | 287 | 5.2% | |
| 0 | 194 | 3.5% | |
| 9 | 93 | 1.7% | |
| 4 | 89 | 1.6% | |
| 3 | 87 | 1.6% | |
| 5 | 79 | 1.4% | |
| 6 | 77 | 1.4% | |
| 10 | 61 | 1.1% | |
| 11 | 56 | 1.0% | |
| Other values (340) | 4177 | 75.9% |
| Value | Count | Frequency (%) | |
| 0 | 194 | 3.5% | |
| 1 | 287 | 5.2% | |
| 2 | 300 | 5.5% | |
| 3 | 87 | 1.6% | |
| 4 | 89 | 1.6% |
| Value | Count | Frequency (%) | |
| 920838 | 2 | < 0.1% | |
| 213718 | 23 | 0.4% | |
| 187674 | 19 | 0.3% | |
| 99704 | 3 | 0.1% | |
| 88154 | 18 | 0.3% |
| Distinct | 708 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.02419566 |
|---|---|
| Minimum | 0 |
| Maximum | 1861.583333 |
| Zeros | 341 |
| Zeros (%) | 6.2% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.17656766 |
| median | 54.92523364 |
| Q3 | 112.1914894 |
| 95-th percentile | 268.1329827 |
| Maximum | 1861.583333 |
| Range | 1861.583333 |
| Interquartile range (IQR) | 97.01492171 |
Descriptive statistics
| Standard deviation | 106.6893837 |
|---|---|
| Coefficient of variation (CV) | 1.254812032 |
| Kurtosis | 28.17450349 |
| Mean | 85.02419566 |
| Median Absolute Deviation (MAD) | 42.61496416 |
| Skewness | 3.725045074 |
| Sum | 467633.0761 |
| Variance | 11382.6246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 341 | 6.2% | |
| 0.5 | 48 | 0.9% | |
| 1 | 41 | 0.7% | |
| 3.092447697 | 38 | 0.7% | |
| 21.5 | 37 | 0.7% | |
| 82.98695652 | 33 | 0.6% | |
| 12.31026948 | 31 | 0.6% | |
| 6.859364312 | 30 | 0.5% | |
| 135.1584507 | 30 | 0.5% | |
| 117.0980392 | 29 | 0.5% | |
| Other values (698) | 4842 | 88.0% |
| Value | Count | Frequency (%) | |
| 0 | 341 | 6.2% | |
| 0.1428571429 | 1 | < 0.1% | |
| 0.5 | 48 | 0.9% | |
| 0.7777777778 | 1 | < 0.1% | |
| 0.9475754064 | 13 | 0.2% |
| Value | Count | Frequency (%) | |
| 1861.583333 | 1 | < 0.1% | |
| 840.6666667 | 3 | 0.1% | |
| 836 | 27 | 0.5% | |
| 824.2758621 | 1 | < 0.1% | |
| 799.4705882 | 1 | < 0.1% |
| Distinct | 743 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3745.17548 |
|---|---|
| Minimum | 0 |
| Maximum | 75526.08333 |
| Zeros | 247 |
| Zeros (%) | 4.5% |
| Memory size | 43.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 1206.5 |
| median | 2206.420734 |
| Q3 | 4349.908608 |
| 95-th percentile | 11447.5 |
| Maximum | 75526.08333 |
| Range | 75526.08333 |
| Interquartile range (IQR) | 3143.408608 |
Descriptive statistics
| Standard deviation | 5518.39959 |
|---|---|
| Coefficient of variation (CV) | 1.473468898 |
| Kurtosis | 55.32708383 |
| Mean | 3745.17548 |
| Median Absolute Deviation (MAD) | 1421.547927 |
| Skewness | 6.119837226 |
| Sum | 20598465.14 |
| Variance | 30452734.03 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 247 | 4.5% | |
| 597.5636364 | 38 | 0.7% | |
| 1412.3 | 37 | 0.7% | |
| 3777.766667 | 33 | 0.6% | |
| 1636.379704 | 31 | 0.6% | |
| 5187.5 | 30 | 0.5% | |
| 1113.202016 | 30 | 0.5% | |
| 6075.882353 | 29 | 0.5% | |
| 9307.214876 | 28 | 0.5% | |
| 269.5 | 28 | 0.5% | |
| Other values (733) | 4969 | 90.3% |
| Value | Count | Frequency (%) | |
| 0 | 247 | 4.5% | |
| 0.5 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7.5 | 22 | 0.4% | |
| 9 | 17 | 0.3% |
| Value | Count | Frequency (%) | |
| 75526.08333 | 1 | < 0.1% | |
| 62386.91667 | 18 | 0.3% | |
| 58998.66667 | 3 | 0.1% | |
| 50118.07143 | 1 | < 0.1% | |
| 39603.5 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Choice | A_follower_count | A_following_count | A_listed_count | A_mentions_received | A_retweets_received | A_mentions_sent | A_retweets_sent | A_posts | A_network_feature_1 | A_network_feature_2 | A_network_feature_3 | B_follower_count | B_following_count | B_listed_count | B_mentions_received | B_retweets_received | B_mentions_sent | B_retweets_sent | B_posts | B_network_feature_1 | B_network_feature_2 | B_network_feature_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 228 | 302 | 3 | 0.583979 | 0.100503 | 0.100503 | 0.100503 | 0.362150 | 2 | 166.500000 | 11355.000000 | 34463 | 29808 | 1689 | 15.430498 | 3.984029 | 8.204331 | 0.332423 | 6.988815 | 66 | 75.530303 | 1916.893939 |
| 1 | 0 | 21591 | 1179 | 228 | 90.456506 | 25.798292 | 5.709329 | 1.111159 | 5.176620 | 369 | 18.442971 | 1330.366048 | 39262 | 848 | 1610 | 40.495021 | 8.943607 | 3.227677 | 0.564343 | 1.070321 | 163 | 132.030675 | 2931.515337 |
| 2 | 0 | 7310 | 1215 | 101 | 25.503644 | 9.556347 | 5.361519 | 0.591206 | 3.589718 | 95 | 68.927835 | 5999.896907 | 3622 | 482 | 206 | 0.734696 | 0.354379 | 0.603202 | 0.100503 | 0.603202 | 3 | 10.333333 | 277.333333 |
| 3 | 0 | 20 | 7 | 2 | 7.690824 | 0.277306 | 1.331508 | 0.100503 | 2.830627 | 6 | 2.000000 | 96.166667 | 19562 | 17637 | 278 | 572.874856 | 390.293681 | 27.552040 | 7.167557 | 32.101906 | 1762 | 23.469296 | 1395.845634 |
| 4 | 1 | 45589 | 862 | 2641 | 148.854279 | 36.998884 | 27.881768 | 3.333492 | 23.861282 | 551 | 127.404293 | 2833.847943 | 7554 | 1711 | 181 | 21.601866 | 3.581661 | 6.764657 | 1.119727 | 4.563246 | 85 | 48.500000 | 1993.627907 |
| 5 | 0 | 285735 | 276251 | 3417 | 19.327582 | 7.292016 | 0.100503 | 0.100503 | 0.100503 | 60 | 44.806452 | 4144.258065 | 11147 | 1500 | 474 | 40.592512 | 5.923009 | 19.648064 | 1.861765 | 12.261029 | 128 | 107.431818 | 2481.136364 |
| 6 | 0 | 285735 | 276251 | 3417 | 19.327582 | 7.292016 | 0.100503 | 0.100503 | 0.100503 | 60 | 44.806452 | 4144.258065 | 185616 | 1001 | 15117 | 266.013874 | 54.345230 | 13.111904 | 0.334766 | 13.665173 | 928 | 172.986229 | 5321.646186 |
| 7 | 1 | 9512 | 12 | 213 | 52.167068 | 23.182288 | 0.362150 | 0.100503 | 6.806045 | 195 | 11.678571 | 564.040816 | 8120 | 710 | 959 | 7.368643 | 2.088375 | 1.598798 | 0.595812 | 1.332849 | 29 | 205.533333 | 4302.466667 |
| 8 | 1 | 2273871 | 4524 | 11946 | 6782.405338 | 2944.524245 | 12.955723 | 2.791861 | 66.206208 | 21678 | 6.859364 | 1113.202016 | 298668 | 551 | 6209 | 493.256379 | 206.660552 | 4.115212 | 0.854539 | 3.075463 | 2021 | 75.970098 | 3865.446569 |
| 9 | 0 | 182598 | 1402 | 3831 | 145.844910 | 74.002958 | 23.549189 | 0.100503 | 15.953243 | 567 | 276.496516 | 8038.066202 | 117913 | 1299 | 9950 | 189.755230 | 67.310223 | 11.294831 | 2.567269 | 10.933766 | 791 | 185.542033 | 5535.939774 |
Last rows
| Choice | A_follower_count | A_following_count | A_listed_count | A_mentions_received | A_retweets_received | A_mentions_sent | A_retweets_sent | A_posts | A_network_feature_1 | A_network_feature_2 | A_network_feature_3 | B_follower_count | B_following_count | B_listed_count | B_mentions_received | B_retweets_received | B_mentions_sent | B_retweets_sent | B_posts | B_network_feature_1 | B_network_feature_2 | B_network_feature_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5490 | 1 | 2208080 | 240 | 39725 | 1404.436304 | 431.103945 | 2.596749 | 0.100503 | 5.559490 | 5748 | 75.878553 | 2812.668562 | 2843700 | 5337 | 56504 | 17670.645963 | 9277.324614 | 20.778006 | 16.290540 | 132.130398 | 58691 | 25.682301 | 1595.083804 |
| 5491 | 0 | 708 | 631 | 26 | 18.776703 | 5.999681 | 7.747919 | 4.967947 | 10.691878 | 52 | 33.207547 | 876.433962 | 4189 | 2094 | 187 | 6.697366 | 1.425678 | 4.483607 | 1.332955 | 3.773553 | 29 | 79.206897 | 2846.793103 |
| 5492 | 0 | 44 | 79 | 1 | 0.576872 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 2 | 33.500000 | 629.000000 | 242529 | 7561 | 3702 | 242.633636 | 106.676389 | 7.198330 | 2.040511 | 10.073921 | 894 | 63.098999 | 8653.065628 |
| 5493 | 0 | 268170 | 2087 | 7870 | 48.073720 | 6.383899 | 0.356943 | 0.356943 | 0.356943 | 207 | 29.914692 | 915.327014 | 723800 | 328 | 7257 | 1695.430195 | 317.463665 | 3.581057 | 1.858226 | 6.484086 | 5210 | 13.598488 | 1336.213611 |
| 5494 | 1 | 25360 | 20872 | 461 | 1.482593 | 0.716816 | 1.083654 | 1.083654 | 2.532744 | 7 | 228.571429 | 9940.714286 | 1140 | 927 | 69 | 0.577497 | 0.100503 | 0.341936 | 0.100503 | 0.341936 | 2 | 14.500000 | 1206.500000 |
| 5495 | 0 | 41765 | 185 | 1356 | 1529.643058 | 282.858500 | 76.809514 | 5.392171 | 104.438625 | 3307 | 50.132042 | 3585.789866 | 804394 | 1370 | 15143 | 6881.482996 | 5013.642295 | 22.683131 | 2.385538 | 18.420981 | 23958 | 21.324988 | 1413.825398 |
| 5496 | 1 | 112 | 243 | 5 | 1.445174 | 0.100503 | 0.100503 | 0.100503 | 0.603177 | 5 | 96.600000 | 1414.200000 | 794 | 479 | 8 | 0.306073 | 0.306073 | 0.100503 | 0.100503 | 1.621981 | 1 | 49.000000 | 4969.000000 |
| 5497 | 0 | 15385 | 673 | 747 | 55.993546 | 22.321945 | 6.946233 | 0.341936 | 6.503977 | 202 | 152.495098 | 3286.617647 | 7554 | 1711 | 181 | 21.601866 | 3.581661 | 6.764657 | 1.119727 | 4.563246 | 85 | 48.500000 | 1993.627907 |
| 5498 | 0 | 265258 | 209 | 551 | 631.915946 | 457.648550 | 5.460985 | 0.100503 | 7.498126 | 2603 | 3.826314 | 506.692136 | 322682 | 37601 | 22232 | 176.533716 | 42.330221 | 6.849227 | 1.345073 | 4.359865 | 696 | 234.338068 | 7168.464489 |
| 5499 | 0 | 628 | 921 | 6 | 3.943848 | 0.618590 | 4.769930 | 0.870136 | 2.953237 | 8 | 210.625000 | 14027.500000 | 504004 | 3109 | 12772 | 311.800311 | 142.633229 | 4.486090 | 1.049408 | 4.806823 | 1280 | 48.532819 | 1554.489575 |
Most frequent
| Choice | A_follower_count | A_following_count | A_listed_count | A_mentions_received | A_retweets_received | A_mentions_sent | A_retweets_sent | A_posts | A_network_feature_1 | A_network_feature_2 | A_network_feature_3 | B_follower_count | B_following_count | B_listed_count | B_mentions_received | B_retweets_received | B_mentions_sent | B_retweets_sent | B_posts | B_network_feature_1 | B_network_feature_2 | B_network_feature_3 | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | 0 | 2470 | 357 | 119 | 1.126474 | 0.323284 | 0.337132 | 0.337132 | 0.596162 | 5 | 60.60 | 1983.000000 | 143101 | 128686 | 8742 | 874.212873 | 347.630667 | 4.498471 | 0.100503 | 34.977978 | 2767 | 105.734781 | 5276.962620 | 3 |
| 0 | 0 | 38 | 0 | 0 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 0.346839 | 0 | 0.00 | 0.000000 | 1043 | 81 | 40 | 2.718281 | 0.932458 | 0.100503 | 0.100503 | 0.100503 | 10 | 21.500000 | 1412.300000 | 2 |
| 1 | 0 | 127 | 36 | 2 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 0.344375 | 0 | 0.00 | 0.000000 | 53678 | 1751 | 496 | 191.438870 | 62.724945 | 0.100503 | 0.100503 | 0.100503 | 599 | 15.176568 | 3087.463696 | 2 |
| 2 | 0 | 127 | 106 | 4 | 1.093772 | 0.100503 | 0.367463 | 0.100503 | 0.623902 | 5 | 105.40 | 1190.000000 | 173872 | 2804 | 16328 | 346.547498 | 85.797131 | 6.812974 | 1.337915 | 7.574687 | 1323 | 268.132983 | 9307.214876 | 2 |
| 3 | 0 | 148 | 398 | 2 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 0 | 0.00 | 0.000000 | 364 | 927 | 6 | 0.551680 | 0.310247 | 0.834981 | 0.339522 | 0.832591 | 2 | 1.500000 | 122.000000 | 2 |
| 4 | 0 | 254 | 534 | 1 | 3.453649 | 0.277306 | 0.810485 | 0.341936 | 1.276667 | 12 | 6.75 | 573.916667 | 39262 | 848 | 1610 | 40.495021 | 8.943607 | 3.227677 | 0.564343 | 1.070321 | 163 | 132.030675 | 2931.515337 | 2 |
| 5 | 0 | 267 | 352 | 8 | 0.301983 | 0.100503 | 0.334766 | 0.100503 | 0.566685 | 1 | 92.00 | 1299.000000 | 102116 | 293 | 970 | 1729.451634 | 763.659739 | 30.829977 | 8.568367 | 93.311571 | 4067 | 12.310269 | 1636.379704 | 2 |
| 6 | 0 | 267 | 352 | 8 | 0.301983 | 0.100503 | 0.334766 | 0.100503 | 0.566685 | 1 | 92.00 | 1299.000000 | 242529 | 7561 | 3702 | 242.633636 | 106.676389 | 7.198330 | 2.040511 | 10.073921 | 894 | 63.098999 | 8653.065628 | 2 |
| 7 | 0 | 272 | 733 | 5 | 1.566738 | 0.346839 | 1.574399 | 0.337132 | 1.052308 | 6 | 28.50 | 554.500000 | 4491415 | 756 | 29876 | 4499.996251 | 2206.571898 | 26.966925 | 12.628283 | 29.069822 | 16646 | 22.747726 | 2206.420734 | 2 |
| 8 | 0 | 323 | 542 | 6 | 0.100503 | 0.100503 | 0.100503 | 0.100503 | 0.608280 | 0 | 0.00 | 0.000000 | 21591 | 1179 | 228 | 90.456506 | 25.798292 | 5.709329 | 1.111159 | 5.176620 | 369 | 18.442971 | 1330.366048 | 2 |